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Record W1986482764 · doi:10.1163/22127453-12341249

A War Within a War: The Road to the New Fourth Army Incident in January 1941

2013· article· en· W1986482764 on OpenAlexaff
S. X. Lai

Bibliographic record

VenueJournal of Chinese Military History · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicChinese history and philosophy
Canadian institutionsRoyal Military College of Canada
Fundersnot available
KeywordsCommunismTragedy (event)NationalismSpanish Civil WarGovernment (linguistics)ChinaPolitical scienceAncient historyParanoiaLawEconomic historyHistorySociologyPoliticsPhilosophyPsychology

Abstract

fetched live from OpenAlex

Abstract The New Fourth Army (N4A) Incident is the name given to the destruction by the Chinese Nationalist government of the headquarters of the N4A, one of the two legal armies under the command of the Chinese Communist Party (CCP) during the Sino-Japanese War, in southern Anhui province in January 1941, together with the killing of about nine thousand CCP soldiers. It was the largest and the last armed conflict between the Nationalists and the CCP during the Sino-Japanese War (1937-1945). This article argues that this tragedy came from Joseph Stalin’s paranoia toward the West and Mao’s resulting limited pre-emptive offensives against the Nationalist government, as well as their misreading of Chiang Kai-shek during 1939-1940.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.065
Threshold uncertainty score0.129

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0200.007
Scholarly communication0.0070.005
Open science0.0010.007
Research integrity0.0040.011
Insufficient payload (model declined to judge)0.0050.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.253
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2013
Admission routes1
Has abstractyes

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